Badr-Eddine Chérief-Abdellatif

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Variational Inference

Top Venues

Publications

Yi-Shan Wu, Yijie Zhang, Badr-Eddine Chérief-Abdellatif, Yevgeny Seldin
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss. CoRR (2024)
Bastien Dussap, Gilles Blanchard, Badr-Eddine Chérief-Abdellatif
Label Shift Quantification with Robustness Guarantees via Distribution Feature Matching. ECML/PKDD (5) (2023)
Bastien Dussap, Gilles Blanchard, Badr-Eddine Chérief-Abdellatif
Label Shift Quantification with Robustness Guarantees via Distribution Feature Matching. CoRR (2023)
Charles Riou, Pierre Alquier, Badr-Eddine Chérief-Abdellatif
Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes. CoRR (2023)
Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj
On PAC-Bayesian reconstruction guarantees for VAEs. AISTATS (2022)
Badr-Eddine Chérief-Abdellatif, Yuyang Shi, Arnaud Doucet, Benjamin Guedj
On PAC-Bayesian reconstruction guarantees for VAEs. CoRR (2022)
Badr-Eddine Chérief-Abdellatif
Convergence Rates of Variational Inference in Sparse Deep Learning. ICML (2020)
Badr-Eddine Chérief-Abdellatif, Pierre Alquier, Mohammad Emtiyaz Khan
A Generalization Bound for Online Variational Inference. ACML (2019)
Badr-Eddine Chérief-Abdellatif, Pierre Alquier
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy. AABI (2019)
Badr-Eddine Chérief-Abdellatif, Pierre Alquier
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy. CoRR (2019)
Badr-Eddine Chérief-Abdellatif, Pierre Alquier
Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence. CoRR (2019)
Badr-Eddine Chérief-Abdellatif
Generalization Error Bounds for Deep Variational Inference. CoRR (2019)
Badr-Eddine Chérief-Abdellatif, Pierre Alquier, Mohammad Emtiyaz Khan
A Generalization Bound for Online Variational Inference. CoRR (2019)
Badr-Eddine Chérief-Abdellatif
Consistency of ELBO maximization for model selection. AABI (2018)